Multivariate objective response detectors (MORD): Statistical tools for multichannel EEG analysis during rhythmic stimulation

Annals of Biomedical Engineering

Volumn 35, Issue 3, 2007, Pages 443-452

  Felix, Leonardo Bonato ^a,c   Miranda De Sá, Antonio Mauricio Ferreira Leite ^b   Infantosi, Antonio Fernando Catelli ^b   Yehia, Hani Camille ^c  

^a FEDERAL UNIVERSITY OF VIÇOSA   (Brazil)

^b FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

^c FEDERAL UNIVERSITY OF MINAS GERAIS   (Brazil)

Author keywords

EEG; Evoked response; Objective detection

Indexed keywords

BIOMEDICAL ENGINEERING; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; MONTE CARLO METHODS; SIGNAL TO NOISE RATIO; STATISTICAL METHODS;

EVOKED RESPONSES; MULTIVARIATE OBJECTIVE RESPONSE DETECTION (MORD); OBJECTIVE DETECTION;

BIOMEDICAL EQUIPMENT;

ADOLESCENT; ARTICLE; AUDITORY STIMULATION; CHILD; ELECTROENCEPHALOGRAPHY; HUMAN; MONTE CARLO METHOD; MULTIVARIATE ANALYSIS; PHOTOSTIMULATION; STATISTICAL ANALYSIS;

ACOUSTIC STIMULATION; ADOLESCENT; CHILD; DATA INTERPRETATION, STATISTICAL; ELECTROENCEPHALOGRAPHY; HUMANS; MONTE CARLO METHOD; MULTIVARIATE ANALYSIS; PHOTIC STIMULATION;

EID: 33847262630     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-006-9231-4     Document Type: Article

References (16)

1. Chiappa, K. A. Principles of evoked potentials. In Chiappa, K. A. (ed.Evoked Potentials in Clinical Medicine. (3rd ed. Lippincott-Raven Philadelphia: 1-30, 1997.
2. Cross, C. International Organization of Societies for Electrophysiological Technology (OSET): Guidelines for performing EEG and evoked potential monitoring during surgery. Am. J. Electroneurodiagnostic Technol. 39(4):257-277, 1999.
3. Dimitrijevic, A., M. S. John, P. Van Roon, D. W. Purcell, J. Adamonis, F. Morrell, J. Ostroff, J. M. Nedzelski, and T. W. Picton. Estimating the audiogram using multiple auditory steady-state responses. J. Am. Acad. Audiol. 13(4):205-224, 2002.
4. Dobie, R. A. and M. J. Wilson Analysis of auditory evoked responses by magnitude squared coherence. Ear Hearing 10(1):2-13, 1989.
5. Dobie, R. A. and M. J. Wilson. Objective response detection in the frequency domain. Electroenceph. Clin. Neurophysiol. 88(6):516-524, 1993.
6. Dobie, R. A. and M. J. Wilson. Objective detection of 40 Hz auditory evoked potentials: Phase coherence vs magnitude-squared coherence. Electroencephalogr. Clin. Neurophysiol., Evoked Potentials 92(5):405-413, 1994.
7. Felix, L. B., A. M. F. L. Miranda de Sa, E. M. A. M. Mendes, and M. F. D. Moraes. Statistical aspects concerning signal coherence applied to randomly modulated periodic signals. IEEE Signal Proc. Let. 13(2):104-107, 2006.
8. Fridman, J., R. Zappulla, M. Bergelson, E. Greenblatt, L. Malis, F. Morrell, and T. Hoeppner. Application of phase spectral analysis for brain stem auditory evoked potential detection in normal subjects and patients with posterior fossa tumors. Audiology 23(1):99-113, 1984.
9. Hinich, M. J. A statistical theory of signal coherence. IEEE J. Oceanic Eng. 25(2):256-261, 2000.
10. Kay, S. M. Fundamentals of Statistical Signal Processing volume ii Detection Theory. Prentice-Hall, New Jersey 1.
11. Miranda de Sa, A. M. F. L. and L. B. Felix. Multi-channel evoked response detection using only phase information. J. Neurosci. Meth. 129:1-10, 2003.
12. Miranda de Sa, A. M. F. L., L. B. Felix, and A. F. C. Infantosi. A matrix-based algorithm for estimating multiple coherence of a periodical signal and its application to
13. the multi-channel eeg during sensory stimulation. IEEE T. Bio-Med. Eng. 51(7):1140-1146, 2004.
14. Picton, T. W., A. Dimitrijevic, M. S. John, and P. Van Roon. The use of phase in the detection. Ear Hearing 10(1):2-13, 2001.
15. Ramos, E. G., E. B. Zayen, D. M. Simpson, and A. F. C. Infantosi. Detecção de Resposta Auditiva no EEG de Crianças utilizando Técnicas no Domínio da Freqüência. Ver. Bras. Eng. Biomed. 16(3):125-137, 2000.
16. Tierra-Criollo, C. J. and A. F. C. Infantosi. Low-frequency oscillations in human tibial somatosensory evoked potentials. Arq. Neuropsiquiatr. 64(2B):402-406, 2006.